PyTorch

Created by Facebook, PyTorch is the second most popular deep learning framework (behind TensorFlow). It is more popular in the research community (vs. industry) and is consider to have a cleaner API.

Logo

../_images/pytorch_pytorch-small.png

Website

https://pytorch.org

Repository

https://github.com/pytorch/pytorch

Byline

Tensors and Dynamic neural networks in Python with strong GPU acceleration.

License

BSD 3-clause

Project age

10 years 10 months

Backers

FaceBook (Creator and maintainer), PyTorch Foundation (Governed by)

Lastest News (2022-10-28)

v1.13.0 PyTorch 1.13: beta versions of functorch and improved support for Apple’s new M1 chips are now available more

Size score (1 to 10, higher is better)

9.5

Trend score (1 to 10, higher is better)

8.75

Education Resources

URL

Resource Type

Description

https://pytorch.org/docs/stable/index.html

Documentation

This is the documentation site.

https://pytorch.org/tutorials/

Project Website

PyTorch has a really good tutorial site for beginners.

https://github.com/pytorch/tutorials

Example Code

PyTorch maintains its tutorials on Github. If you want code examples, it is worth to explore this repository.

https://www.youtube.com/watch?v=GIsg-ZUy0MY

Video

This is a 9-hour training on YouTube.

Git Commit Statistics

Statistics computed using Git data through November 30, 2022.

Statistic

Lifetime

Last 12 Months

Commits

140,306

37,770

Lines committed

31,459,032

10,005,539

Unique committers

3,610

996

Core committers

18

20

../_images/pytorch_pytorch-monthly-commits.png

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